Social Scientists and Related Workers, All Other

Citation Graph Analysis

Analyze references, citations, and cluster structure to improve reading order and synthesis.

LeonHammerla0

Ask

Query the bundled research knowledge graph for methodology guidance. Routes questions through a 3-tier knowledge base — WHY (research claims), HOW (guidance docs), WHAT IT LOOKS LIKE (domain examples) — plus structured reference documents. Returns research-backed answers grounded in specific claims with practical application to the user's system. Triggers on "/ask", "/ask [question]", "why does my system...", "how should I...".

lightningfastsls0

LLM・AI

Ideation

Ideation Agent — AI/ML research literature review and idea generation (Phase 1-2). Spawned by Pipeline Agent as a team member. Can also run standalone. Triggers on "ideation", "literature review", "idea generation", "文献调研", "想法生成", "找文献".

Linwei940

営業・マーケティング

Overseas Registry Source Research

Use when the user wants to research official data sources and third-party data sources from a country, region, sector, regulator, target population, or other user-provided brief, and needs evidence-backed acquisition validation with executable artifacts rather than a narrative-only memo.

MagnyCopper0

Academic Deep Research 🔬

Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.

managementmaars-art0

Idea Filter

Pre-filter and crystallize research directions before running the full idea-pipeline. Narrows broad interests into 1-3 concrete, well-scoped ideas through constraint-driven exploration, direction deep-dive, and idea crystallization. Use when user says "filter ideas", "narrow directions", "选方向", "筛方向", "锁题", "帮我定个方向", "what should I work on", or wants to go from vague research interests to a focused, pipeline-ready idea.

megumi-ben0

LLM・AI

Qinyan Research Gap

沁言学术研究空白发现 - 通过沁言学术OpenAPI系统检索大量文献，结合Python分析，自动识别特定领域中的研究空白和薄弱环节，为科研选题和基金申请提供创新方向建议。触发词：研究空白、research gap、研究不足、创新点发现、gap analysis、研究机会、find gap、领域空白

metagalaxy-crystal0

営業・マーケティング

Interview Me

Entrevista interativa para refinar ideias de pesquisa

mgaldino0

営業・マーケティング

Ontology Cq Designer

Design and refine competency questions for a domain ontology project, connecting user goals to testable questions, expected answer shapes, and later validation checks.

Mokee040

Ontology Research Team

Run the research stage for a domain ontology project by collecting primary sources, checking whether the needed data is actually collectible in practice, curating evidence, identifying reuse candidates, and writing research artifacts to the exe folder.

Mokee040

Search Scholar

⚠️ DEPRECATED — Používej pouze jako poslední fallback, když Zotero MCP neobsahuje relevantní zdroje a uživatel explicitně souhlasí.

MrLogEN0

Cluster Detection

Detect research clusters or subclusters and represent them as cluster notes.

LeonHammerla0

Researcher

Research a topic using web search and summarize findings

ozzie-assistant0

システム管理

Fix

修正命盘 — 直接调整某个十神的力量值，不用手动编辑 JSON

peggy-daddy0

Paper Finder

Finds and organizes ML, CV, NLP, and AI research papers based on textual descriptions and keywords. Searches across arxiv, Google Scholar, Semantic Scholar, and top venues (CVPR, ECCV, ICCV, NeurIPS, ICML, ICLR, SIGGRAPH, SIGGRAPH Asia, EMNLP, ACL, CoRL, RSS, AAAI, IJCAI, WACV, BMVC, MICCAI, KDD, WWW, NAACL, COLM, and more). Maintains a persistent memory bank of discovered papers, a mind-graph linking papers to topics, individual paper summaries, and BibTeX entries. Use this skill whenever the user wants to find papers, search for related work, build a literature review, discover what exists on a topic, compare papers, organize references, generate BibTeX, or manage a research paper collection. Also use when the user mentions 'find me papers on...', 'what papers exist about...', 'related work for...', 'literature search', 'paper survey', or references any ML conference/venue by name.

pengqianhan0

Faculty Meeting

Convene a panel of diverse research advisors who analyze your question from different intellectual traditions, then synthesize where they agree, disagree, and what productive tensions emerge. Use for research design, theoretical framing, or any question that benefits from multiple perspectives.

phdemotions0

データ分析

/visualize — Publication-Quality Figures

Create publication-quality figures that meet journal submission standards. APA 7th defaults with journal-specific overrides. Supports interaction plots, mediation path diagrams, forest plots, marginal effects, Johnson-Neyman plots, correlation heatmaps, and coefficient plots. All figures are colorblind-safe, high DPI, and exported in multiple formats (PDF, PNG, SVG, TIFF). Use when the user says "publication figures," "journal figures," "APA figures," "visualize results," "make plots," "interaction plot," "path diagram," "forest plot," or when /analyze or /process-model or /robustness completes. Triggers on "visualize," "figure," "plot," "diagram."

phdemotions0

教育

HCI Research Office Hours

HCI research office hour — problem definition, motivation, related work, and contribution positioning. Mentors students through the early research phases with CHI-caliber rigor. Produces a research brief, not code. Use when: "I have a research idea", "help me find a topic", "is this a good CHI topic", "research office hours", or when someone describes an HCI research direction. Proactively invoke this skill (do NOT answer directly) when the user describes a new HCI research direction, asks whether something would make a good paper, wants to think through research positioning, or is exploring a problem space before building anything.

profmike0

哲学・倫理

Research With Confidence

Investigates a question systematically before answering — verifying claims through sources, distinguishing known facts from inferences, and calibrating expressed confidence to actual certainty. Use when asked to research a topic, verify a claim, evaluate a technology, or answer a question where accuracy matters more than speed.

projectious-work0

教育

Write Methods And Results

Draft, revise, and audit methods sections, results sections, robustness-check writeups, and claim-evidence alignment for social-science papers, especially management-journal empirical manuscripts. Use when Codex needs to explain sample construction, measures, controls, model choice, descriptive statistics, hypothesis tests, interaction plots, effect sizes, robustness checks, or why a methods/results section feels incomplete, unclear, or not credible. NOT for theory drafting, construct definitions, introduction hooks, abstracts, or discussion/conclusion sections.

Ricardo-kui0

Json Orchestrator

Decomposes a broad research query into a structured plan of specific search tasks.

rishabhpatel90

Research Add Items

向現有研究 outline 補充 items（研究對象）。

ro9er1179110

Crash Analysis

Analyze crash data and correlate with pavement conditions. Works for Boston (Vision Zero) and other cities.

roadgnar0

Notion Ao Research Methodology

This skill should be used when working on any research task, when the user asks about "research methodology", "citation standards", "Two-Zone Model", "research integrity", "citation needed markers", or "calibrated uncertainty". Provides foundational principles for conducting rigorous research with non-negotiable citation fidelity rules.

rooftop-Owl0

LLM・AI

Deep Research

Deep Research Agent specializes in complex, multi-step research tasks that require planning, decomposition, and long-context reasoning across tools and files by we-crafted.com/agents/deep-research

RunnerQuan0

Deep Research

Use when asked for "deep research", "thorough analysis", "comprehensive report", "investigate", "due diligence", or when multiple sources are needed to answer complex questions. Produces well-sourced research reports through iterative refinement.

SatoryKono0

文学・ライティング

Research Brief

Create a research brief — define questions, scope, and depth for autonomous research

ScavieFae0

Ar Lit Synthesis

Literature synthesis — clusters sources into themes, maps debates, identifies gaps, and compares schools of thought

ShinyGua0